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EP3707466C0 - Procédé de localisation et navigation par vision artificielle et système pour son exécution - Google Patents

Procédé de localisation et navigation par vision artificielle et système pour son exécution

Info

Publication number
EP3707466C0
EP3707466C0 EP18811893.9A EP18811893A EP3707466C0 EP 3707466 C0 EP3707466 C0 EP 3707466C0 EP 18811893 A EP18811893 A EP 18811893A EP 3707466 C0 EP3707466 C0 EP 3707466C0
Authority
EP
European Patent Office
Prior art keywords
navigation
implementation
computer vision
based localization
localization
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
EP18811893.9A
Other languages
German (de)
English (en)
Other versions
EP3707466B1 (fr
EP3707466A1 (fr
Inventor
Andrew Maloney
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Idv Robotics Ltd
Original Assignee
Idv Robotics Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Idv Robotics Ltd filed Critical Idv Robotics Ltd
Priority to EP23217324.5A priority Critical patent/EP4318397A3/fr
Publication of EP3707466A1 publication Critical patent/EP3707466A1/fr
Application granted granted Critical
Publication of EP3707466C0 publication Critical patent/EP3707466C0/fr
Publication of EP3707466B1 publication Critical patent/EP3707466B1/fr
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
    • G06T7/75—Determining position or orientation of objects or cameras using feature-based methods involving models
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
    • G01C21/005—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 with correlation of navigation data from several sources, e.g. map or contour matching
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/50—Context or environment of the image
    • G06V20/56—Context or environment of the image exterior to a vehicle by using sensors mounted on the vehicle
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
    • G01C21/20—Instruments for performing navigational calculations
    • G01C21/206—Instruments for performing navigational calculations specially adapted for indoor navigation
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
    • G01C21/26—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network
    • G01C21/28—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network with correlation of data from several navigational instruments
    • G01C21/30—Map- or contour-matching
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
    • G01C21/38—Electronic maps specially adapted for navigation; Updating thereof
    • G01C21/3804—Creation or updating of map data
    • G01C21/3807—Creation or updating of map data characterised by the type of data
    • G01C21/3815—Road data
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
    • G01C21/38—Electronic maps specially adapted for navigation; Updating thereof
    • G01C21/3804—Creation or updating of map data
    • G01C21/3833—Creation or updating of map data characterised by the source of data
    • G01C21/3848—Data obtained from both position sensors and additional sensors
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
    • G01C21/38—Electronic maps specially adapted for navigation; Updating thereof
    • G01C21/3863—Structures of map data
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S5/00—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
    • G01S5/16—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using electromagnetic waves other than radio waves
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00—Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/02—Control of position or course in two dimensions
    • G05D1/021—Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0231—Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means
    • G05D1/0246—Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means using a video camera in combination with image processing means
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/20—Analysis of motion
    • G06T7/246—Analysis of motion using feature-based methods, e.g. the tracking of corners or segments
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/20—Analysis of motion
    • G06T7/277—Analysis of motion involving stochastic approaches, e.g. using Kalman filters
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/60—Analysis of geometric attributes
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • G06T7/77—Determining position or orientation of objects or cameras using statistical methods
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
    • G01S19/38—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system
    • G01S19/39—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system the satellite radio beacon positioning system transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
    • G01S19/42—Determining position
    • G01S19/45—Determining position by combining measurements of signals from the satellite radio beacon positioning system with a supplementary measurement
    • G01S19/47—Determining position by combining measurements of signals from the satellite radio beacon positioning system with a supplementary measurement the supplementary measurement being an inertial measurement, e.g. tightly coupled inertial
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10016—Video; Image sequence
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30244—Camera pose
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30248—Vehicle exterior or interior
    • G06T2207/30252—Vehicle exterior; Vicinity of vehicle

Landscapes

  • Engineering & Computer Science (AREA)
  • Remote Sensing (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Multimedia (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Molecular Biology (AREA)
  • Computational Linguistics (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Electromagnetism (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Probability & Statistics with Applications (AREA)
  • Pure & Applied Mathematics (AREA)
  • Algebra (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Medical Informatics (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Geometry (AREA)
  • Navigation (AREA)
  • Traffic Control Systems (AREA)
EP18811893.9A 2017-11-10 2018-11-07 Procédé de localisation et navigation par vision artificielle et système pour son exécution Active EP3707466B1 (fr)

Priority Applications (1)

Application Number Priority Date Filing Date Title
EP23217324.5A EP4318397A3 (fr) 2017-11-10 2018-11-07 Procédé de localisation et de navigation basé sur la vision artificielle et système pour la mise en uvre de ce procédé

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
GB1718628.9A GB2568286B (en) 2017-11-10 2017-11-10 Method of computer vision based localisation and navigation and system for performing the same
PCT/GB2018/053228 WO2019092418A1 (fr) 2017-11-10 2018-11-07 Procédé de vision par ordinateur basé sur la localisation et la navigation, et son système de mise en œuvre

Related Child Applications (2)

Application Number Title Priority Date Filing Date
EP23217324.5A Division-Into EP4318397A3 (fr) 2017-11-10 2018-11-07 Procédé de localisation et de navigation basé sur la vision artificielle et système pour la mise en uvre de ce procédé
EP23217324.5A Division EP4318397A3 (fr) 2017-11-10 2018-11-07 Procédé de localisation et de navigation basé sur la vision artificielle et système pour la mise en uvre de ce procédé

Publications (3)

Publication Number Publication Date
EP3707466A1 EP3707466A1 (fr) 2020-09-16
EP3707466C0 true EP3707466C0 (fr) 2024-08-21
EP3707466B1 EP3707466B1 (fr) 2024-08-21

Family

ID=60788323

Family Applications (2)

Application Number Title Priority Date Filing Date
EP23217324.5A Pending EP4318397A3 (fr) 2017-11-10 2018-11-07 Procédé de localisation et de navigation basé sur la vision artificielle et système pour la mise en uvre de ce procédé
EP18811893.9A Active EP3707466B1 (fr) 2017-11-10 2018-11-07 Procédé de localisation et navigation par vision artificielle et système pour son exécution

Family Applications Before (1)

Application Number Title Priority Date Filing Date
EP23217324.5A Pending EP4318397A3 (fr) 2017-11-10 2018-11-07 Procédé de localisation et de navigation basé sur la vision artificielle et système pour la mise en uvre de ce procédé

Country Status (5)

Country Link
US (1) US11393216B2 (fr)
EP (2) EP4318397A3 (fr)
GB (1) GB2568286B (fr)
PL (1) PL3707466T4 (fr)
WO (1) WO2019092418A1 (fr)

Families Citing this family (50)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP6783742B2 (ja) * 2017-11-24 2020-11-11 Kddi株式会社 パラメータ特定装置及びパラメータ特定方法
EP3502976A1 (fr) * 2017-12-19 2019-06-26 Veoneer Sweden AB Estimateur d'état
US11551032B1 (en) * 2018-03-14 2023-01-10 United States Of America As Represented By The Secretary Of The Navy Machine learning based automated object recognition for unmanned autonomous vehicles
CN112703369B (zh) * 2018-03-21 2024-02-27 易思维(杭州)科技股份有限公司 自动引导车的运动控制
US11681303B2 (en) * 2018-07-06 2023-06-20 Verity Ag Methods and systems for estimating the orientation of an object
WO2020075412A1 (fr) * 2018-10-10 2020-04-16 ソニー株式会社 Dispositif de traitement d'informations, dispositif mobile, procédé, et programme
US11734472B2 (en) * 2018-12-07 2023-08-22 Zoox, Inc. System and method for modeling physical objects in a simulation
US11003945B2 (en) 2019-05-22 2021-05-11 Zoox, Inc. Localization using semantically segmented images
US11295161B2 (en) 2019-05-22 2022-04-05 Zoox, Inc. Localization using semantically segmented images
CN112116654B (zh) * 2019-06-20 2024-06-07 杭州海康威视数字技术股份有限公司 一种车辆位姿确定方法、装置及电子设备
US10895637B1 (en) * 2019-07-17 2021-01-19 BGA Technology LLC Systems and methods for mapping manmade objects buried in subterranean surfaces using an unmanned aerial vehicle integrated with radar sensor equipment
US11107219B2 (en) 2019-07-22 2021-08-31 Adobe Inc. Utilizing object attribute detection models to automatically select instances of detected objects in images
US11468550B2 (en) 2019-07-22 2022-10-11 Adobe Inc. Utilizing object attribute detection models to automatically select instances of detected objects in images
US11302033B2 (en) 2019-07-22 2022-04-12 Adobe Inc. Classifying colors of objects in digital images
US11631234B2 (en) 2019-07-22 2023-04-18 Adobe, Inc. Automatically detecting user-requested objects in images
JP7582736B2 (ja) * 2019-10-08 2024-11-13 モービルアイ ビジョン テクノロジーズ リミテッド 車両ナビゲーション用のシステム、方法およびプログラム
US20220383541A1 (en) * 2019-11-13 2022-12-01 Battelle Energy Alliance, Llc Unmanned vehicle navigation, and associated methods, systems, and computer-readable medium
WO2021141666A2 (fr) * 2019-11-13 2021-07-15 Battelle Energy Alliance, Llc Navigation de véhicule sans pilote, et procédés, systèmes et support lisible par ordinateur associés
US11043003B2 (en) * 2019-11-18 2021-06-22 Waymo Llc Interacted object detection neural network
CN110954933B (zh) * 2019-12-09 2023-05-23 王相龙 一种基于场景dna的移动平台定位装置及方法
EP4073690B1 (fr) * 2019-12-12 2025-10-29 Guangdong Oppo Mobile Telecommunications Corp., Ltd. Procédé de détection de cible, dispositif terminal, et support
US11468110B2 (en) 2020-02-25 2022-10-11 Adobe Inc. Utilizing natural language processing and multiple object detection models to automatically select objects in images
US11852751B2 (en) * 2020-03-02 2023-12-26 Beijing Baidu Netcom Science And Technology Co., Ltd. Method, apparatus, computing device and computer-readable storage medium for positioning
US11055566B1 (en) * 2020-03-12 2021-07-06 Adobe Inc. Utilizing a large-scale object detector to automatically select objects in digital images
US11808578B2 (en) * 2020-05-29 2023-11-07 Aurora Flight Sciences Corporation Global positioning denied navigation
US12327175B2 (en) * 2020-08-06 2025-06-10 Micron Technology, Inc. Collaborative sensor data processing by deep learning accelerators with integrated random access memory
US11550068B2 (en) * 2020-08-29 2023-01-10 Google Llc Modeling mutable environmental structures
JP2022042630A (ja) * 2020-09-03 2022-03-15 本田技研工業株式会社 自己位置推定方法
US11615268B2 (en) * 2020-09-09 2023-03-28 Toyota Research Institute, Inc. System and method for optimizing performance of a model performing a downstream task
US12045992B2 (en) * 2020-11-10 2024-07-23 Nec Corporation Multi-domain semantic segmentation with label shifts
EP4016111A1 (fr) * 2020-12-16 2022-06-22 Trimble Inc. Méthode pour positionnement géospatial et appareil portable correspondant
DE102020134119B3 (de) * 2020-12-18 2021-12-23 Audi Aktiengesellschaft Verfahren zur Lokalisierung eines Kraftfahrzeugs in einer Assistenzkarte, Kraftfahrzeug, Computerprogramm und elektronisch lesbarer Datenträger
CN112762928B (zh) * 2020-12-23 2022-07-15 重庆邮电大学 含有激光slam的odom与dm地标组合移动机器人及导航方法
US11587234B2 (en) 2021-01-15 2023-02-21 Adobe Inc. Generating class-agnostic object masks in digital images
US11972569B2 (en) 2021-01-26 2024-04-30 Adobe Inc. Segmenting objects in digital images utilizing a multi-object segmentation model framework
DE102021107904A1 (de) * 2021-03-29 2022-09-29 Conti Temic Microelectronic Gmbh Verfahren und System zur Bestimmung der Bodenebene mit einem künstlichen neuronalen Netz
RU2769918C1 (ru) * 2021-05-18 2022-04-08 Общество с ограниченной ответственностью "ЭвоКарго" Способ позиционирования наземного транспортного средства
US11609093B2 (en) * 2021-06-07 2023-03-21 Honeywell International Inc. Position probability density function filter to determine real-time measurement errors for map based, vision navigation systems
US12265163B2 (en) * 2021-06-24 2025-04-01 Science Applications International Corporation Navigation system
CN113537350B (zh) * 2021-07-16 2023-12-22 商汤集团有限公司 图像处理方法及装置、电子设备和存储介质
CN114167468B (zh) * 2021-12-14 2023-06-27 四川大学 一种基于图像和gnss的目标空间定位方法
SE547500C2 (en) * 2022-06-03 2025-10-07 Tobii Ab Method of estimating a three-dimensional position of an object
US12434740B1 (en) * 2022-12-22 2025-10-07 Zoox, Inc. Determining object orientation based on parameter modes
CN116543603B (zh) * 2023-07-07 2023-09-29 四川大学 一种考虑空域态势和局部优化的航迹补全预测方法及装置
CN116817903B (zh) * 2023-08-24 2023-11-21 湖南大学 一种基于先验视觉引导的智能机器人全局定位方法及系统
WO2025122114A1 (fr) * 2023-12-05 2025-06-12 Havelsan Hava Elektronik San. Ve Tic. A.S. Positionnement de cible avec caméra de dispositif portable dans des environnements sans données de système mondial de navigation par satellite (gnss)
KR20250094787A (ko) * 2023-12-18 2025-06-26 주식회사 비트센싱 레이더의 데이터를 처리하는 시스템 및 방법
CN117473398B (zh) * 2023-12-26 2024-03-19 四川国蓝中天环境科技集团有限公司 一种基于运渣车活动的城市扬尘污染源分类方法
EP4607309A1 (fr) * 2024-02-23 2025-08-27 Deere & Company Procede de determination de la position d'un vehicule de travail dans un systeme de silo
CN120198873B (zh) * 2025-03-14 2025-09-26 徐州北峪科学技术研究有限公司 基于环境感知的无人破拆机器人自适应控制方法及系统

Family Cites Families (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5459636A (en) * 1994-01-14 1995-10-17 Hughes Aircraft Company Position and orientation estimation neural network system and method
US7191056B2 (en) * 2005-01-04 2007-03-13 The Boeing Company Precision landmark-aided navigation
US8174568B2 (en) * 2006-12-01 2012-05-08 Sri International Unified framework for precise vision-aided navigation
US9476970B1 (en) * 2012-03-19 2016-10-25 Google Inc. Camera based localization
US8849308B2 (en) * 2012-11-21 2014-09-30 Apple Inc. Tiling of map data
WO2015072217A1 (fr) * 2013-11-13 2015-05-21 日産自動車株式会社 Dispositif d'estimation de position de corps mobile et méthode d'estimation de position de corps mobile
US9589355B2 (en) * 2015-03-16 2017-03-07 Here Global B.V. Guided geometry extraction for localization of a device
US9524435B2 (en) * 2015-03-20 2016-12-20 Google Inc. Detecting the location of a mobile device based on semantic indicators
WO2017120595A2 (fr) 2016-01-08 2017-07-13 Intelligent Technologies International, Inc. Commande d'élément de véhicule à l'aide de cartes
US10373019B2 (en) * 2016-01-13 2019-08-06 Ford Global Technologies, Llc Low- and high-fidelity classifiers applied to road-scene images
US10489691B2 (en) * 2016-01-15 2019-11-26 Ford Global Technologies, Llc Fixation generation for machine learning
EP3497405B1 (fr) 2016-08-09 2022-06-15 Nauto, Inc. Système et procédé de localisation de précision et de cartographie
EP3290864A1 (fr) * 2016-08-30 2018-03-07 Continental Automotive GmbH Systeme d'assistance au conducteur destine a determiner une position d'un vehicule
US11761790B2 (en) * 2016-12-09 2023-09-19 Tomtom Global Content B.V. Method and system for image-based positioning and mapping for a road network utilizing object detection
US9953236B1 (en) * 2017-03-10 2018-04-24 TuSimple System and method for semantic segmentation using dense upsampling convolution (DUC)

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GB2568286B (en) 2020-06-10
GB2568286A (en) 2019-05-15
PL3707466T3 (pl) 2025-03-17
US11393216B2 (en) 2022-07-19
EP3707466B1 (fr) 2024-08-21
WO2019092418A1 (fr) 2019-05-16
EP3707466A1 (fr) 2020-09-16
EP4318397A2 (fr) 2024-02-07
EP4318397A3 (fr) 2024-10-09
PL3707466T4 (pl) 2025-03-17
GB201718628D0 (en) 2017-12-27

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